{"id":"W2026420714","doi":"10.1183/09031936.00122213","title":"Acute exacerbation of idiopathic pulmonary fibrosis associated with air pollution exposure","year":2013,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":295,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Heart, Lung, and Blood Institute; University of California, San Francisco","keywords":"Medicine; Exacerbation; Idiopathic pulmonary fibrosis; Internal medicine; Air pollution; Hazard ratio; Ozone; Nitrogen dioxide; Pulmonary fibrosis; Fibrosis; Lung; Confidence interval; Meteorology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006542352,0.000229851,0.0003588896,0.0002102251,0.0002200221,0.00004665637,0.0001597242,0.00008307702,0.0002540534],"category_scores_gemma":[0.0001032237,0.0001745229,0.0002277312,0.0002480938,0.0001354363,0.0004225467,0.0000477749,0.000475161,0.0001032483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001545425,"about_ca_system_score_gemma":0.0001988535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003578218,"about_ca_topic_score_gemma":4.519832e-7,"domain_scores_codex":[0.9977597,0.0005119231,0.0006130607,0.0002451761,0.0005519491,0.0003182047],"domain_scores_gemma":[0.9983531,0.0000188217,0.0005039156,0.0002811709,0.0005110488,0.0003319843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01191732,0.002145164,0.0687441,0.0005123604,0.001698753,0.005027413,0.0008439837,0.0003934176,0.8611615,0.0002733035,0.01939748,0.02788521],"study_design_scores_gemma":[0.00264494,0.01156615,0.9733119,0.003138582,0.0006808871,0.001249532,0.0003304308,0.0001910248,0.002935812,0.00005340489,0.003464476,0.0004328778],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892659,0.00159826,0.0003395116,0.0005907894,0.0002002813,0.00032794,0.00003034018,0.00007293352,0.007574061],"genre_scores_gemma":[0.9976856,0.00004778886,0.0001118656,0.0009630392,0.0005411035,0.000006229403,0.00001765175,0.00006353192,0.0005632555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9045678,"threshold_uncertainty_score":0.7116839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01207817558214311,"score_gpt":0.226626467402135,"score_spread":0.2145482918199919,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}